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life-echo/api/.agents/skills/redis-development/rules/_contributing.md
Sully 53e0065e3e refactor(api): TOML 配置 SSOT、统一错误契约、Auth/事务加固与可观测性 (#33)
配置 SSOT(TOML + .env)
统一错误契约
Auth 与事务边界
Redis / Celery 可靠性:业务 Redis(DB/0)与 Celery broker/backend(DB/1)显式拆分;连接池、sync client
可观测性(OpenTelemetry + LGTM)
2026-05-22 13:44:50 +08:00

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Writing Guidelines for Redis Rules

Guidelines for creating effective Redis best practice rules for AI agents and LLMs.

Key Principles

1. Concrete Patterns

Show exact code transformations. Avoid abstract advice.

Good: "Use SCAN instead of KEYS * for iteration" Bad: "Design efficient queries"

2. Problem-First Structure

Show the correct pattern first, then the incorrect one. This helps agents understand what to do and what to avoid.

**Correct:** Description of good approach.

[good example]

**Incorrect:** Description of problematic approach.

[bad example]

3. Practical Impact

Include specific benefits. Helps agents prioritize.

Good: "10x faster", "50% less memory", "Eliminates blocking" Bad: "Faster", "Better", "More efficient"

4. Complete Examples

Examples should be runnable or close to it.

import redis

# Include setup when needed for clarity
pool = redis.ConnectionPool(host='localhost', max_connections=50)
r = redis.Redis(connection_pool=pool)

# Now show the pattern
result = r.get('user:1001')

5. Semantic Naming

Use meaningful names. Names carry intent for LLMs.

Good: user:1001:profile, order:items, cache:api:response Bad: key1, mykey, data


Code Standards

Language Tags

  • python - Python examples (preferred for Redis)
  • javascript - Node.js examples
  • bash - Redis CLI commands
  • (none) - Redis commands without language wrapper

Comments

  • Explain why, not what
  • Highlight performance implications
  • Point out common mistakes

Impact Levels

Level Improvement Examples
HIGH 5-100x Missing indexes, connection issues, blocking commands
MEDIUM 2-5x Suboptimal data structures, missing TTL
LOW Incremental Advanced patterns, edge cases

Review Checklist

Before submitting a rule:

  • Title is clear and action-oriented
  • Impact level matches the benefit
  • impactDescription includes quantification
  • Has at least 1 Correct example
  • Has at least 1 Incorrect example
  • Code uses semantic naming
  • Comments explain why
  • Reference links included